Remote Principal Engineer, Machine Learning

Description:

• Nagarro is a Digital Product Engineering company that is rapidly scaling and looking for a Principal Engineer in Machine Learning.
• The company builds products, services, and experiences that inspire and delight users across various digital mediums.
• The work culture at Nagarro is dynamic and non-hierarchical, with over 17,500 experts across 39 countries.
• The Principal Engineer will be responsible for writing and reviewing high-quality code, understanding client business use cases, and converting them into technical designs.
• The role involves mapping decisions with requirements, identifying optimal solutions, and defining guidelines for non-functional requirements during project implementation.
• The engineer will write and review design documents, review architecture and design for various aspects, and develop solutions for functional and non-functional requirements.
• Responsibilities also include understanding technology integration scenarios, resolving issues raised during code reviews, and carrying out proof of concepts to validate design and technology choices.

Requirements:

• Candidates must have a total experience of 13+ years.
• Strong working experience in machine learning is required, with a proven track record in NLP, machine vision, and AI.
• Proficiency in programming languages such as Python or R, along with experience in data manipulation libraries like Pandas and NumPy, is essential.
• A strong understanding of statistical concepts and techniques, with experience applying them to real-world problems, is necessary.
• Candidates should possess strong programming skills in Python and proficiency in deep learning frameworks such as TensorFlow, PyTorch, or JAX, as well as machine learning libraries like scikit-learn.
• Proficient experience with Generative AI frameworks such as GANs, VAEs, and retrieval-augmented generation (RAG) is required.
• Exposure to graph-based models, knowledge graphs, and related query languages is necessary.
• Hands-on skills in data engineering and building robust ML pipelines are essential.
• Experience with personalization engines and digital marketing platform integrations is required.
• Candidates must be able to architect scalable, cloud-based AI/ML solutions on AWS, Azure, or GCP, integrating data pipelines and AI services.
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams are essential.
• A Bachelor’s or master’s degree in computer science, Information Technology, or a related field is required.

Benefits:

• Nagarro offers a dynamic and non-hierarchical work culture that encourages collaboration and innovation.
• Employees have the opportunity to work on impactful projects that inspire and delight users.
• The company provides a platform for professional growth and development within a global team of experts.
• Employees can expect to work with cutting-edge technologies in the field of machine learning and AI.
• Nagarro promotes a healthy work-life balance and values the contributions of its employees.